I’m Jason Horne, a Tennessee school administrator who writes about AI in education, data-driven leadership, and what actually works inside a K-12 district. Practical experiments, real numbers, no hype.
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A vendor wanted $14,994 for six translation devices. We built the same thing as a free webpage in a day. The math, the build, and the question to ask before signing any AI hardware quote.
The bracket model that picked Duke now picks Michigan. The full stacked ensemble says Michigan 66.9%. A late-round specialist model trained only on Elite Eight, Final Four, and championship games says Michigan 78.1%. Ten thousand Monte Carlo simulations were unanimous. The only catch: UConn has already beaten this model’s picks twice.
